RuSSIR 2013QBSH and AFP as Two Successful Paradigms of

Music Information Retrieval

Jyh-Shing Roger Jang (張智星 )http://mirlab.org/jangMIR Lab, CSIE Dept

National Taiwan Univ., Taiwan

Course Outline

QBSH & AFP Query by

singing/humming Audio Fingerprinting (aka

query by exact example)

Comparison Serve the same purpose All the others differ a lot

Different featuresDifferent retrieval methodsDifferent bottlenecks

Our foci Feature extraction &

Comparison methods Optimization strategies MATLAB prototypes &

system demos

Course syllabus

Course Schedule

QBSH Sept 16, 2003

Intro. to audio signalsBasic audio features

Sept 17, 2003Pitch tracking

Sept 18, 2003Comparison methodsQBSH demosQBSH prototype in

MATLAB

AFP Sept 19, 2003

AFP feature extraction and comparison

Sept 20, 2003AFP demosAFP prototype in

MATLAB

Related Resources

Online tutorials Audio signal processing

and recognition: http://mirlab.org/jang/books/audioSignalProcessing

Data clustering and pattern recognition: http://mirlab.org/jang/books/dcpr

MATLAB toolboxes Machine learning

toolbox: http://mirlab.org/jang/matlab/toolbox/machineLearning

SAP (speech and audio processing) toolbox: http://mirlab.org/jang/matlab/toolbox/sap